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Case Studies

Evidence, not demos.

Every case study here is a system running in production today — with the numbers, the architecture, and the operational detail to prove it.

Education — Full operations stack

One school. Eight AI systems. All in production.

An ISI-inspected independent preparatory school in London runs a complete AI operations layer — security, finance, compliance, administration, and communications. Built incrementally over 12+ months.

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AI systems running

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Months in production

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Security — NeuralShield deep dive

AI content filtering, on-premises, zero cloud.

A fine-tuned model classifying every DNS query on a live school network in real time. 10+ months in production, zero downtime incidents, no student data leaving the building.

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Months in production

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Downtime incidents

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